Gunjan Dhanuka — Learning Notes

mfu

4 items with this tag.

  • Sep 02, 2026

    MFU (Model FLOPs Utilization)

    • gpu
    • mfu
    • hfu
    • utilization
    • 6nd
    • training-efficiency
    • scaling
    • llm-systems
  • Sep 02, 2026

    Recomputation (Activation Checkpointing)

    • gpu
    • recomputation
    • activation-checkpointing
    • memory
    • flashattention
    • training
    • mfu
    • llm-systems
  • Sep 02, 2026

    Learn: Performance Modeling & Roofline

    • gpu
    • roofline
    • arithmetic-intensity
    • mfu
    • mixed-precision
    • fp8
    • tensor-cores
    • profiling
    • performance-modeling
  • Sep 02, 2026

    Learn: SOTA Large-Scale Training

    • gpu
    • distributed-training
    • 3d-parallelism
    • fp8
    • transformer-engine
    • megatron
    • torchtitan
    • deepseek-v3
    • llama-3
    • mfu
    • activation-recomputation
    • fault-tolerance
    • moe

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